Download or read book Econometric Analysis of Count Data written by Rainer Winkelmann and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary objective of this book is to provide an introduction to the econometric modeling of count data for graduate students and researchers. It should serve anyone whose interest lies either in developing the field fur ther, or in applying existing methods to empirical questions. Much of the material included in this book is not specific to economics, or to quantita tive social sciences more generally, but rather extends to disciplines such as biometrics and technometrics. Applications are as diverse as the number of congressional budget vetoes, the number of children in a household, and the number of mechanical defects in a production line. The unifying theme is a focus on regression models in which a dependent count variable is modeled as a function of independent variables which mayor may not be counts as well. The modeling of count data has come of age. Inclusion of some of the fundamental models in basic textbooks, and implementation on standard computer software programs bear witness to that. Based on the standard Poisson regression model, numerous extensions and alternatives have been developed to address the common challenges faced in empirical modeling (unobserved heterogeneity, selectivity, endogeneity, measurement error, and dependent observations in the context of panel data or multivariate data, to name but a few) as well as the challenges that are specific to count data (e. g. , over dispersion and underdispersion).

Download or read book Regression Analysis of Count Data written by Adrian Colin Cameron and published by Cambridge University Press. This book was released on 2013-05-27 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the most comprehensive and up-to-date account of regression methods to explain the frequency of events.

Download or read book Regression Analysis of Count Data written by A. Colin Cameron and published by Cambridge University Press. This book was released on 2013-05-27 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, provides the most comprehensive and up-to-date account of models and methods to interpret such data. The authors combine theory and practice to make sophisticated methods of analysis accessible to researchers and practitioners working with widely different types of data and software in areas such as applied statistics, econometrics, marketing, operations research, actuarial studies, demography, biostatistics and quantitative social sciences. The new material includes new theoretical topics, an updated and expanded treatment of cross-section models, coverage of bootstrap-based and simulation-based inference, expanded treatment of time series, multivariate and panel data, expanded treatment of endogenous regressors, coverage of quantile count regression, and a new chapter on Bayesian methods.

Download or read book Functional Form and Heterogeneity in Models for Count Data written by William Greene and published by Now Publishers Inc. This book was released on 2007 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study presents several extensions of the most familiar models for count data, the Poisson and negative binomial models. We develop an encompassing model for two well-known variants of the negative binomial model (the NB1 and NB2 forms). We then analyze some alternative approaches to the standard log gamma model for introducing heterogeneity into the loglinear conditional means for these models. The lognormal model provides a versatile alternative specification that is more flexible (and more natural) than the log gamma form, and provides a platform for several "two part" extensions, including zero inflation, hurdle, and sample selection models. (We briefly present some alternative approaches to modeling heterogeneity.) We also resolve some features in Hausman, Hall and Griliches (1984, Economic models for count data with an application to the patents-R & D relationship, Econometrica 52, 909-938) widely used panel data treatments for the Poisson and negative binomial models that appear to conflict with more familiar models of fixed and random effects. Finally, we consider a bivariate Poisson model that is also based on the lognormal heterogeneity model. Two recent applications have used this model. We suggest that the correlation estimated in their model frameworks is an ambiguous measure of the correlation of the variables of interest, and may substantially overstate it. We conclude with a detailed application of the proposed methods using the data employed in one of the two aforementioned bivariate Poisson studies

Download or read book Microeconometrics written by A. Colin Cameron and published by Cambridge University Press. This book was released on 2005-05-09 with total page 1064 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is oriented to the practitioner.

Download or read book Palgrave Handbook of Econometrics written by Terence C. Mills and published by Springer. This book was released on 2009-06-25 with total page 1406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following theseminal Palgrave Handbook of Econometrics: Volume I , this second volume brings together the finestacademicsworking in econometrics today andexploresapplied econometrics, containing contributions onsubjects includinggrowth/development econometrics and applied econometrics and computing.

Download or read book Economic Theory Dynamics and Markets written by Takashi Negishi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic Theory, Dynamics, and Markets. The collection of essays in honor of Ryuzo Sato, written by his colleagues and students, covers the many fields of economic theory and policy to which he has contributed. The first section pays tribute to his contributions to mathematical economics and economic theory. Ryuzo Sato is known for his work in growth theory and technical progress, and the second section has a number of papers on macroeconomics and dynamics. The third section has a number of papers on financial markets and their functioning in Japan and the United States. The next section examines various aspects of the economics of firms and industry. Ryuzo Sato has been very involved in analyzing the economic and business relations between Japan and the United States, and the last section is devoted to comparative analysis of economic systems.

Download or read book Statistics for Data Science and Policy Analysis written by Azizur Rahman and published by Springer Nature. This book was released on 2020-03-31 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together the best contributions of the Applied Statistics and Policy Analysis Conference 2019. Written by leading international experts in the field of statistics, data science and policy evaluation. This book explores the theme of effective policy methods through the use of big data, accurate estimates and modern computing tools and statistical modelling.

Download or read book Three Essays on Simulation based Estimation of Multivariate Models with Unobserved Heterogeneity written by Murat Khairzhanuly Munkin and published by . This book was released on 2001 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Learning from Exporting written by Robert Salomon and published by Edward Elgar Publishing. This book was released on 2006-01-01 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Questioning whether firms actually learn from exporting experiences, this unique study will prove a fascinating read for academics, researchers, and government and economic policy makers with an interest in business and management, international business, and of course, exporting.

Download or read book Turkish Migration Conference 2015 Selected Proceedings written by Ibrahim Sirkeci and published by Lulu.com. This book was released on 2015 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of selected papers presented at the 3rd Turkish Migration Conference (TMC). TMC 2015 was hosted by Charles University Prague, Czech Republic from 25 to 27 June 2015. The TMC 2015 was the third event in the series that we were proud to organise and host at Charles University Prague. This selection of papers presented at the conference are only a small portion of contributions. Many other papers are included in edited books and submitted to refereed journals in due course. There were a total of about 146 papers by over 200 authors presented in 40 parallel sessions and three plenary sessions at Jinonice Campus of Charles University Prague. About a fıfth of the sessions at the conference were in Turkish language although the main language was English. Therefore some of the proceedings are in Turkish too. The keynote speakers included Douglas Massey of Princeton University, Caroline Brettell of Southern Methodist University, and Nedim Gürsel of CNRS.

Download or read book Sustainable Development in Africa written by Masafumi Nagao and published by Spears Media Press. This book was released on 2019-01-04 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eleven original case studies make up this volume on sustainable development in Africa, carefully selected from presentations at a series of Sustainable Development Workshops organised by eight partner universities. The book is one answer to the critical appeal for greater research efforts aimed at understanding Africa’s challenges as they pertain to poverty reduction and climate change. Its contributors include faculty and graduates of the three master’s programmes in Sustainable Urban Development, Sustainable Integrated Rural Development and Mining and Mineral Resources coordinated by the eight partner African universities who make up the Education for Sustainable Development in Africa (ESDA) initiative. This initiative is administered by the United Nations University Institute for the Advanced Study of Sustainability (UNU-IAS) in Tokyo, Japan. The volume is part of the ESDA book series that serves primarily as undergraduate and graduate instruction materials for courses on sustainable development in Africa. It also seeks to inform policy initiatives on development issues on the continent.

Download or read book Business Adaptation to Climate Change written by Jorge E. Rivera and published by Cambridge University Press. This book was released on 2022-05-12 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: A seminal global analysis of the adaptation strategies of businesses and corporations in response to climate change.

Download or read book Mathematische Annalen written by Alfred Clebsch and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Journal of Econometrics written by and published by . This book was released on 1998 with total page 840 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Econometric Analysis of Health Data written by Andrew M. Jones and published by John Wiley & Sons. This book was released on 2002-05-17 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given extensive use of individual level data in Health Economics, it has become increasingly important to understand the microeconometric techniques available to applied researchers. The purpose of this book is to give readers convenient access to a collection of recent contributions that contain innovative applications of microeconometric methods to data on health and health care. Contributions are selected from papers presented at the European Workshops on Econometrics and Health Economics and published in Health Economics. Topics covered include: * Latent Variables * Unobservable heterogeneity and selection problems * Count data and survival analysis * Flexible and semiparametric estimators for limited dependent variables * Classical and simulation methods for panel data * Publication marks the tenth anniversary of the Workshop series. Doctoral students and researchers in health economics and microeconomics will find this book invaluable. Researchers in related fields such as labour economics and biostatistics will also find the content of use.

Download or read book Multiple Imputation of Missing Data Using SAS written by Patricia Berglund and published by SAS Institute. This book was released on 2014-07-01 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Find guidance on using SAS for multiple imputation and solving common missing data issues. Multiple Imputation of Missing Data Using SAS provides both theoretical background and constructive solutions for those working with incomplete data sets in an engaging example-driven format. It offers practical instruction on the use of SAS for multiple imputation and provides numerous examples that use a variety of public release data sets with applications to survey data. Written for users with an intermediate background in SAS programming and statistics, this book is an excellent resource for anyone seeking guidance on multiple imputation. The authors cover the MI and MIANALYZE procedures in detail, along with other procedures used for analysis of complete data sets. They guide analysts through the multiple imputation process, including evaluation of missing data patterns, choice of an imputation method, execution of the process, and interpretation of results. Topics discussed include how to deal with missing data problems in a statistically appropriate manner, how to intelligently select an imputation method, how to incorporate the uncertainty introduced by the imputation process, and how to incorporate the complex sample design (if appropriate) through use of the SAS SURVEY procedures. Discover the theoretical background and see extensive applications of the multiple imputation process in action. This book is part of the SAS Press program.